Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

When it comes to working with data in a tabular form, most people reach for a spreadsheet. That’s not a bad choice: Microsoft Excel and similar programs are familiar and loaded with functionality for ...

With the open-source Dataverse SDK for Python (announced in Public Preview at Microsoft Ignite 2025), you can fully harness the power of Dataverse business data. This toolkit enables advanced ...

pandas is the premier library for data analysis in Python. Here are some advanced things I like to do with pandas DataFrames to take my analysis to the next level. Change the index of a DataFrame On a ...

Already using NumPy, Pandas, and Scikit-learn? Here are seven more powerful data wrangling tools that deserve a place in your toolkit. Python’s rich ecosystem of data science tools is a big draw for ...

I thought it was strange that I couldn't easily find a way to get both these weighted correlations with a single class/function in Python. So I made it myself. This class can be used in a few ...

ABBYY FineReader 是一款专业的 OCR 软件，其识别精度较高。Python 是一种流行的编程语言，pandas 库是 Python 中用于数据处理和分析的重要工具，它可以方便地将提取的数据整理成 Excel 格式。 import docximport pandas as pddef extract_text_from_docx(docx_file): doc = ...

在日常工作和学习生活中，需要从大量的客户信息表格中提取手机号码，以便精准触达目标客户。例如电商企业在新品上市时，向潜在客户发送促销短信。数据清洗与整理：在进行数据整合和分析时，可能会遇到包含多种信息的表格，需要从中提取手机号码用于 ...

This article is adapted from an edition of our Off the Charts newsletter originally published in October 2021. Off the Charts is a weekly, subscriber-only guide to The Economist’s award-winning data ...